John practically danced to his kitchen, phone held high. The tiny screen was a portal to the past, a past he'd tried to bury. A friend request? From Brittany Hayes? He nearly choked on his morning coffee. He'd never expected this. He felt a sudden, almost electric, tingle shoot down his spine.

He slammed his hands on the counter. Why now? Years of avoiding her, and now this. He was practically vibrating with a curious energy. He leaned in close to the screen, as if that would bring him closer to whatever she was thinking. He had to know. He clicked the button.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

This story is one of 1,000 stories generated for the emotion elated. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 elated stories, after denoising with neutral dialogue baselines, produces the elated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the elated vector is projected through the unembedding matrix.

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377